Pandas Profiling Report

Dataset statistics

Number of variables	31
Number of observations	9256
Missing cells	26568
Missing cells (%)	9.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.2 MiB
Average record size in memory	248.0 B

Variable types

Categorical	19
Numeric	12

Alerts

`TypeOfIncident` has constant value "Special Service"	Constant
`IncidentNumber` has a high cardinality: 9256 distinct values	High cardinality
`DateTimeOfCall` has a high cardinality: 9243 distinct values	High cardinality
`FinalDescription` has a high cardinality: 5606 distinct values	High cardinality
`PropertyType` has a high cardinality: 185 distinct values	High cardinality
`WardCode` has a high cardinality: 758 distinct values	High cardinality
`Ward` has a high cardinality: 1182 distinct values	High cardinality
`Borough` has a high cardinality: 70 distinct values	High cardinality
`StnGroundName` has a high cardinality: 108 distinct values	High cardinality
`Street` has a high cardinality: 6894 distinct values	High cardinality
`PostcodeDistrict` has a high cardinality: 276 distinct values	High cardinality
`CalYear` is highly overall correlated with `HourlyNotionalCost(£)` and 2 other fields	High correlation
`PumpHoursTotal` is highly overall correlated with `IncidentNotionalCost(£)`	High correlation
`HourlyNotionalCost(£)` is highly overall correlated with `CalYear` and 2 other fields	High correlation
`IncidentNotionalCost(£)` is highly overall correlated with `CalYear` and 2 other fields	High correlation
`UPRN` is highly overall correlated with `BoroughCode` and 1 other fields	High correlation
`USRN` is highly overall correlated with `BoroughCode` and 1 other fields	High correlation
`Easting_m` is highly overall correlated with `Easting_rounded` and 3 other fields	High correlation
`Northing_m` is highly overall correlated with `Northing_rounded` and 3 other fields	High correlation
`Easting_rounded` is highly overall correlated with `Easting_m` and 3 other fields	High correlation
`Northing_rounded` is highly overall correlated with `Northing_m` and 3 other fields	High correlation
`Latitude` is highly overall correlated with `Northing_m` and 1 other fields	High correlation
`Longitude` is highly overall correlated with `Easting_m` and 3 other fields	High correlation
`FinYear` is highly overall correlated with `CalYear` and 1 other fields	High correlation
`SpecialServiceTypeCategory` is highly overall correlated with `SpecialServiceType`	High correlation
`SpecialServiceType` is highly overall correlated with `SpecialServiceTypeCategory`	High correlation
`BoroughCode` is highly overall correlated with `UPRN` and 7 other fields	High correlation
`Borough` is highly overall correlated with `UPRN` and 7 other fields	High correlation
`PumpCount` is highly imbalanced (93.6%)	Imbalance
`AnimalGroupParent` is highly imbalanced (52.8%)	Imbalance
`OriginofCall` is highly imbalanced (63.0%)	Imbalance
`UPRN` has 5849 (63.2%) missing values	Missing
`USRN` has 1156 (12.5%) missing values	Missing
`Easting_m` has 4830 (52.2%) missing values	Missing
`Northing_m` has 4830 (52.2%) missing values	Missing
`Latitude` has 4830 (52.2%) missing values	Missing
`Longitude` has 4830 (52.2%) missing values	Missing
`Latitude` is highly skewed (γ1 = -46.66885119)	Skewed
`IncidentNumber` is uniformly distributed	Uniform
`DateTimeOfCall` is uniformly distributed	Uniform
`IncidentNumber` has unique values	Unique

Reproduction

Analysis started	2023-04-22 11:07:44.966953
Analysis finished	2023-04-22 11:08:05.903105
Duration	20.94 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

IncidentNumber
Categorical

HIGH CARDINALITY UNIFORM UNIQUE

Distinct	9256
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

139091	1
092437-16072019	1
083488-30062019	1
083542-30062019	1
083624-30062019	1
Other values (9251)	9251

Length

Max length	16
Median length	15
Mean length	12.083081
Min length	4

Characters and Unicode

Total characters	111841
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9256 ?
Unique (%)	100.0%

Sample

1st row	139091
2nd row	275091
3rd row	2075091
4th row	2872091
5th row	3553091

Common Values

Value	Count	Frequency (%)
139091	1	< 0.1%
092437-16072019	1	< 0.1%
083488-30062019	1	< 0.1%
083542-30062019	1	< 0.1%
083624-30062019	1	< 0.1%
083667-01072019	1	< 0.1%
083800-01072019	1	< 0.1%
083855-01072019	1	< 0.1%
084340-02072019	1	< 0.1%
084464-02072019	1	< 0.1%
Other values (9246)	9246	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
139091	1	< 0.1%
17262091	1	< 0.1%
5797091	1	< 0.1%
10976091	1	< 0.1%
4306091	1	< 0.1%
2075091	1	< 0.1%
2872091	1	< 0.1%
3553091	1	< 0.1%
3742091	1	< 0.1%
4011091	1	< 0.1%
Other values (9246)	9246	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	23809	21.3%
0	21356	19.1%
2	17360	15.5%
9	6515	5.8%
3	6442	5.8%
6	6424	5.7%
5	6369	5.7%
7	6257	5.6%
4	6198	5.5%
8	5918	5.3%
Other values (2)	5193	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	106648	95.4%
Dash Punctuation	5190	4.6%
Uppercase Letter	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23809	22.3%
0	21356	20.0%
2	17360	16.3%
9	6515	6.1%
3	6442	6.0%
6	6424	6.0%
5	6369	6.0%
7	6257	5.9%
4	6198	5.8%
8	5918	5.5%

Dash Punctuation

Value	Count	Frequency (%)
-	5190	100.0%

Uppercase Letter

Value	Count	Frequency (%)
M	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	111838	> 99.9%
Latin	3	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23809	21.3%
0	21356	19.1%
2	17360	15.5%
9	6515	5.8%
3	6442	5.8%
6	6424	5.7%
5	6369	5.7%
7	6257	5.6%
4	6198	5.5%
8	5918	5.3%

Latin

Value	Count	Frequency (%)
M	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	111841	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23809	21.3%
0	21356	19.1%
2	17360	15.5%
9	6515	5.8%
3	6442	5.8%
6	6424	5.7%
5	6369	5.7%
7	6257	5.6%
4	6198	5.5%
8	5918	5.3%
Other values (2)	5193	4.6%

DateTimeOfCall
Categorical

HIGH CARDINALITY UNIFORM

Distinct	9243
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

2009-08-22 16:26:00	2
2011-04-22 14:50:00	2
2017-04-30 14:15:00	2
2009-07-11 11:26:00	2
2014-01-23 09:17:00	2
Other values (9238)	9246

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	175864
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9230 ?
Unique (%)	99.7%

Sample

1st row	2009-01-01 03:01:00
2nd row	2009-01-01 08:51:00
3rd row	2009-01-04 10:07:00
4th row	2009-01-05 12:27:00
5th row	2009-01-06 15:23:00

Common Values

Value	Count	Frequency (%)
2009-08-22 16:26:00	2	< 0.1%
2011-04-22 14:50:00	2	< 0.1%
2017-04-30 14:15:00	2	< 0.1%
2009-07-11 11:26:00	2	< 0.1%
2014-01-23 09:17:00	2	< 0.1%
2016-12-11 21:08:00	2	< 0.1%
2013-11-03 14:26:00	2	< 0.1%
2014-05-02 09:31:00	2	< 0.1%
2022-10-17 13:28:00	2	< 0.1%
2010-07-16 23:08:00	2	< 0.1%
Other values (9233)	9236	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
10:12:00	23	0.1%
12:45:00	22	0.1%
16:19:00	20	0.1%
17:07:00	19	0.1%
11:28:00	19	0.1%
13:43:00	18	0.1%
11:21:00	18	0.1%
12:38:00	18	0.1%
13:28:00	18	0.1%
14:18:00	18	0.1%
Other values (5435)	18319	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	46807	26.6%
1	24164	13.7%
2	23914	13.6%
-	18512	10.5%
:	18512	10.5%
	9256	5.3%
3	6161	3.5%
5	5596	3.2%
4	5288	3.0%
9	4755	2.7%
Other values (3)	12899	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	129584	73.7%
Dash Punctuation	18512	10.5%
Other Punctuation	18512	10.5%
Space Separator	9256	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	46807	36.1%
1	24164	18.6%
2	23914	18.5%
3	6161	4.8%
5	5596	4.3%
4	5288	4.1%
9	4755	3.7%
8	4356	3.4%
7	4308	3.3%
6	4235	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	18512	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	18512	100.0%

Space Separator

Value	Count	Frequency (%)
	9256	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	175864	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	46807	26.6%
1	24164	13.7%
2	23914	13.6%
-	18512	10.5%
:	18512	10.5%
	9256	5.3%
3	6161	3.5%
5	5596	3.2%
4	5288	3.0%
9	4755	2.7%
Other values (3)	12899	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	175864	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	46807	26.6%
1	24164	13.7%
2	23914	13.6%
-	18512	10.5%
:	18512	10.5%
	9256	5.3%
3	6161	3.5%
5	5596	3.2%
4	5288	3.0%
9	4755	2.7%
Other values (3)	12899	7.3%

CalYear
Real number (ℝ)

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2016.1519

Minimum	2009
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	2009
5-th percentile	2009
Q1	2012
median	2016
Q3	2020
95-th percentile	2022
Maximum	2023
Range	14
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.2649227
Coefficient of variation (CV)	0.0021153776
Kurtosis	-1.2979393
Mean	2016.1519
Median Absolute Deviation (MAD)	4
Skewness	-0.13566023
Sum	18661502
Variance	18.189565
Monotonicity	Increasing

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
2022	1029	11.1%
2021	885	9.6%
2020	758	8.2%
2011	620	6.7%
2010	611	6.6%
2018	610	6.6%
2016	604	6.5%
2019	604	6.5%
2012	603	6.5%
2013	585	6.3%
Other values (5)	2347	25.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2009	568	6.1%
2010	611	6.6%
2011	620	6.7%
2012	603	6.5%
2013	585	6.3%
2014	583	6.3%
2015	540	5.8%
2016	604	6.5%
2017	539	5.8%
2018	610	6.6%

Value	Count	Frequency (%)
2023	117	1.3%
2022	1029	11.1%
2021	885	9.6%
2020	758	8.2%
2019	604	6.5%
2018	610	6.6%
2017	539	5.8%
2016	604	6.5%
2015	540	5.8%
2014	583	6.3%

FinYear
Categorical

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

2022/23	955
2021/22	931
2020/21	780
2011/12	650
2016/17	636
Other values (10)	5304

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	64792
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2008/09
2nd row	2008/09
3rd row	2008/09
4th row	2008/09
5th row	2008/09

Common Values

Value	Count	Frequency (%)
2022/23	955	10.3%
2021/22	931	10.1%
2020/21	780	8.4%
2011/12	650	7.0%
2016/17	636	6.9%
2019/20	620	6.7%
2018/19	618	6.7%
2013/14	593	6.4%
2012/13	585	6.3%
2010/11	583	6.3%
Other values (5)	2305	24.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022/23	955	10.3%
2021/22	931	10.1%
2020/21	780	8.4%
2011/12	650	7.0%
2016/17	636	6.9%
2019/20	620	6.7%
2018/19	618	6.7%
2013/14	593	6.4%
2012/13	585	6.3%
2010/11	583	6.3%
Other values (5)	2305	24.9%

Most occurring characters

Value	Count	Frequency (%)
2	18329	28.3%
1	14681	22.7%
0	12635	19.5%
/	9256	14.3%
3	2133	3.3%
9	1936	3.0%
8	1262	1.9%
6	1166	1.8%
7	1155	1.8%
4	1151	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	55536	85.7%
Other Punctuation	9256	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	18329	33.0%
1	14681	26.4%
0	12635	22.8%
3	2133	3.8%
9	1936	3.5%
8	1262	2.3%
6	1166	2.1%
7	1155	2.1%
4	1151	2.1%
5	1088	2.0%

Other Punctuation

Value	Count	Frequency (%)
/	9256	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	64792	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	18329	28.3%
1	14681	22.7%
0	12635	19.5%
/	9256	14.3%
3	2133	3.3%
9	1936	3.0%
8	1262	1.9%
6	1166	1.8%
7	1155	1.8%
4	1151	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64792	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	18329	28.3%
1	14681	22.7%
0	12635	19.5%
/	9256	14.3%
3	2133	3.3%
9	1936	3.0%
8	1262	1.9%
6	1166	1.8%
7	1155	1.8%
4	1151	1.8%

TypeOfIncident
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

Special Service	9256

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	138840
Distinct characters	10
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Special Service
2nd row	Special Service
3rd row	Special Service
4th row	Special Service
5th row	Special Service

Common Values

Value	Count	Frequency (%)
Special Service	9256	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
special	9256	50.0%
service	9256	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	27768	20.0%
S	18512	13.3%
c	18512	13.3%
i	18512	13.3%
p	9256	6.7%
a	9256	6.7%
l	9256	6.7%
	9256	6.7%
r	9256	6.7%
v	9256	6.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	111072	80.0%
Uppercase Letter	18512	13.3%
Space Separator	9256	6.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	27768	25.0%
c	18512	16.7%
i	18512	16.7%
p	9256	8.3%
a	9256	8.3%
l	9256	8.3%
r	9256	8.3%
v	9256	8.3%

Uppercase Letter

Value	Count	Frequency (%)
S	18512	100.0%

Space Separator

Value	Count	Frequency (%)
	9256	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	129584	93.3%
Common	9256	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	27768	21.4%
S	18512	14.3%
c	18512	14.3%
i	18512	14.3%
p	9256	7.1%
a	9256	7.1%
l	9256	7.1%
r	9256	7.1%
v	9256	7.1%

Common

Value	Count	Frequency (%)
	9256	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	27768	20.0%
S	18512	13.3%
c	18512	13.3%
i	18512	13.3%
p	9256	6.7%
a	9256	6.7%
l	9256	6.7%
	9256	6.7%
r	9256	6.7%
v	9256	6.7%

PumpCount
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	64
Missing (%)	0.7%
Memory size	72.4 KiB

1.0	9039
2.0	142
3.0	10
4.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	27576
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	9039	97.7%
2.0	142	1.5%
3.0	10	0.1%
4.0	1	< 0.1%
(Missing)	64	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	9039	98.3%
2.0	142	1.5%
3.0	10	0.1%
4.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
.	9192	33.3%
0	9192	33.3%
1	9039	32.8%
2	142	0.5%
3	10	< 0.1%
4	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18384	66.7%
Other Punctuation	9192	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9192	50.0%
1	9039	49.2%
2	142	0.8%
3	10	0.1%
4	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	9192	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27576	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	9192	33.3%
0	9192	33.3%
1	9039	32.8%
2	142	0.5%
3	10	< 0.1%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	9192	33.3%
0	9192	33.3%
1	9039	32.8%
2	142	0.5%
3	10	< 0.1%
4	1	< 0.1%

PumpHoursTotal
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	65
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.1765858

Minimum	0
Maximum	12
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6199794
Coefficient of variation (CV)	0.52693089
Kurtosis	60.785028
Mean	1.1765858
Median Absolute Deviation (MAD)	0
Skewness	6.24564
Sum	10814
Variance	0.38437446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	8120	87.7%
2	748	8.1%
3	214	2.3%
4	52	0.6%
5	29	0.3%
7	7	0.1%
6	7	0.1%
9	6	0.1%
8	3	< 0.1%
12	2	< 0.1%
Other values (2)	3	< 0.1%
(Missing)	65	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	8120	87.7%
2	748	8.1%
3	214	2.3%
4	52	0.6%
5	29	0.3%
6	7	0.1%
7	7	0.1%
8	3	< 0.1%
9	6	0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
10	1	< 0.1%
9	6	0.1%
8	3	< 0.1%
7	7	0.1%
6	7	0.1%
5	29	0.3%
4	52	0.6%
3	214	2.3%
2	748	8.1%

HourlyNotionalCost(£)
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	311.88516

Minimum	255
Maximum	364
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	255
5-th percentile	260
Q1	260
median	326
Q3	346
95-th percentile	364
Maximum	364
Range	109
Interquartile range (IQR)	86

Descriptive statistics

Standard deviation	38.021091
Coefficient of variation (CV)	0.12190734
Kurtosis	-1.4556624
Mean	311.88516
Median Absolute Deviation (MAD)	28
Skewness	-0.23383664
Sum	2886809
Variance	1445.6033
Monotonicity	Increasing

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
260	2391	25.8%
364	955	10.3%
352	931	10.1%
346	780	8.4%
326	636	6.9%
339	620	6.7%
333	618	6.7%
290	593	6.4%
295	558	6.0%
298	530	5.7%
Other values (2)	644	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
255	125	1.4%
260	2391	25.8%
290	593	6.4%
295	558	6.0%
298	530	5.7%
326	636	6.9%
328	519	5.6%
333	618	6.7%
339	620	6.7%
346	780	8.4%

Value	Count	Frequency (%)
364	955	10.3%
352	931	10.1%
346	780	8.4%
339	620	6.7%
333	618	6.7%
328	519	5.6%
326	636	6.9%
298	530	5.7%
295	558	6.0%
290	593	6.4%

IncidentNotionalCost(£)
Real number (ℝ)

Distinct	78
Distinct (%)	0.8%
Missing	65
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	366.48939

Minimum	0
Maximum	3912
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	260
Q1	290
median	328
Q3	352
95-th percentile	704
Maximum	3912
Range	3912
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	195.71844
Coefficient of variation (CV)	0.53403574
Kurtosis	56.237775
Mean	366.48939
Median Absolute Deviation (MAD)	36
Skewness	5.8580884
Sum	3368404
Variance	38305.706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
260	2095	22.6%
364	838	9.1%
352	825	8.9%
346	679	7.3%
326	553	6.0%
339	543	5.9%
333	532	5.7%
290	522	5.6%
295	494	5.3%
298	470	5.1%
Other values (68)	1640	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
255	109	1.2%
260	2095	22.6%
290	522	5.6%
295	494	5.3%
298	470	5.1%
326	553	6.0%
328	460	5.0%
333	532	5.7%
339	543	5.9%

Value	Count	Frequency (%)
3912	1	< 0.1%
3480	1	< 0.1%
3276	1	< 0.1%
3168	1	< 0.1%
2980	1	< 0.1%
2768	1	< 0.1%
2664	1	< 0.1%
2655	1	< 0.1%
2340	3	< 0.1%
2296	1	< 0.1%

FinalDescription
Categorical

Distinct	5606
Distinct (%)	60.6%
Missing	5
Missing (%)	0.1%
Memory size	72.4 KiB

Redacted	1299
SMALL ANIMAL RESCUE	168
BIRD TRAPPED IN CHIMNEY	92
CAT STUCK ON ROOF	65
BIRD TRAPPED IN NETTING	56
Other values (5601)	7571

Length

Max length	100
Median length	89
Mean length	32.556048
Min length	8

Characters and Unicode

Total characters	301176
Distinct characters	55
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5069 ?
Unique (%)	54.8%

Sample

1st row	Redacted
2nd row	Redacted
3rd row	Redacted
4th row	Redacted
5th row	Redacted

Common Values

Value	Count	Frequency (%)
Redacted	1299	14.0%
SMALL ANIMAL RESCUE	168	1.8%
BIRD TRAPPED IN CHIMNEY	92	1.0%
CAT STUCK ON ROOF	65	0.7%
BIRD TRAPPED IN NETTING	56	0.6%
ASSIST RSPCA WITH CAT UP TREE	50	0.5%
CAT TRAPPED ON ROOF	49	0.5%
CAT STUCK UP TREE	40	0.4%
ASSIST RSPCA WITH CAT ON ROOF	37	0.4%
PIGEON TRAPPED IN NETTING	37	0.4%
Other values (5596)	7358	79.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
in	4653	8.7%
trapped	4300	8.0%
cat	3318	6.2%
stuck	2077	3.9%
on	1547	2.9%
redacted	1299	2.4%
rspca	1283	2.4%
with	1254	2.3%
dog	1124	2.1%
	904	1.7%
Other values (2451)	31948	59.5%

Most occurring characters

Value	Count	Frequency (%)
	47387	15.7%
E	26469	8.8%
T	22775	7.6%
A	21378	7.1%
N	19457	6.5%
R	19062	6.3%
I	18298	6.1%
S	13325	4.4%
P	13291	4.4%
O	13076	4.3%
Other values (45)	86658	28.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	243543	80.9%
Space Separator	47387	15.7%
Lowercase Letter	9126	3.0%
Dash Punctuation	904	0.3%
Other Punctuation	186	0.1%
Open Punctuation	15	< 0.1%
Close Punctuation	12	< 0.1%
Math Symbol	2	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	26469	10.9%
T	22775	9.4%
A	21378	8.8%
N	19457	8.0%
R	19062	7.8%
I	18298	7.5%
S	13325	5.5%
P	13291	5.5%
O	13076	5.4%
D	12992	5.3%
Other values (16)	63420	26.0%

Lowercase Letter

Value	Count	Frequency (%)
e	2602	28.5%
d	2599	28.5%
t	1302	14.3%
c	1300	14.2%
a	1300	14.2%
i	5	0.1%
s	4	< 0.1%
r	3	< 0.1%
n	3	< 0.1%
p	2	< 0.1%
Other values (6)	6	0.1%

Other Punctuation

Value	Count	Frequency (%)
*	48	25.8%
/	45	24.2%
.	40	21.5%
,	35	18.8%
&	18	9.7%

Open Punctuation

Value	Count	Frequency (%)
(	14	93.3%
[	1	6.7%

Math Symbol

Value	Count	Frequency (%)
+	1	50.0%
>	1	50.0%

Space Separator

Value	Count	Frequency (%)
	47387	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	904	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	252669	83.9%
Common	48507	16.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	26469	10.5%
T	22775	9.0%
A	21378	8.5%
N	19457	7.7%
R	19062	7.5%
I	18298	7.2%
S	13325	5.3%
P	13291	5.3%
O	13076	5.2%
D	12992	5.1%
Other values (32)	72546	28.7%

Common

Value	Count	Frequency (%)
	47387	97.7%
-	904	1.9%
*	48	0.1%
/	45	0.1%
.	40	0.1%
,	35	0.1%
&	18	< 0.1%
(	14	< 0.1%
)	12	< 0.1%
+	1	< 0.1%
Other values (3)	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	301176	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47387	15.7%
E	26469	8.8%
T	22775	7.6%
A	21378	7.1%
N	19457	6.5%
R	19062	6.3%
I	18298	6.1%
S	13325	4.4%
P	13291	4.4%
O	13076	4.3%
Other values (45)	86658	28.8%

AnimalGroupParent
Categorical

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

Cat	4537
Bird	1877
Dog	1405
Fox	479
Unknown - Domestic Animal Or Pet	220
Other values (23)	738

Length

Max length	55
Median length	3
Mean length	4.4103284
Min length	3

Characters and Unicode

Total characters	40822
Distinct characters	42
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Dog
2nd row	Fox
3rd row	Dog
4th row	Horse
5th row	Rabbit

Common Values

Value	Count	Frequency (%)
Cat	4537	49.0%
Bird	1877	20.3%
Dog	1405	15.2%
Fox	479	5.2%
Unknown - Domestic Animal Or Pet	220	2.4%
Horse	210	2.3%
Deer	158	1.7%
Unknown - Wild Animal	104	1.1%
Squirrel	81	0.9%
Unknown - Heavy Livestock Animal	51	0.6%
Other values (18)	134	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cat	4561	41.8%
bird	1877	17.2%
dog	1405	12.9%
fox	479	4.4%
	383	3.5%
animal	383	3.5%
unknown	379	3.5%
or	220	2.0%
pet	220	2.0%
domestic	220	2.0%
Other values (27)	778	7.1%

Most occurring characters

Value	Count	Frequency (%)
t	5105	12.5%
a	5070	12.4%
C	4546	11.1%
o	2774	6.8%
i	2746	6.7%
r	2685	6.6%
d	1993	4.9%
B	1881	4.6%
D	1783	4.4%
	1649	4.0%
Other values (32)	10590	25.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	28309	69.3%
Uppercase Letter	10481	25.7%
Space Separator	1649	4.0%
Dash Punctuation	383	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	5105	18.0%
a	5070	17.9%
o	2774	9.8%
i	2746	9.7%
r	2685	9.5%
d	1993	7.0%
n	1545	5.5%
g	1423	5.0%
e	1251	4.4%
m	631	2.2%
Other values (15)	3086	10.9%

Uppercase Letter

Value	Count	Frequency (%)
C	4546	43.4%
B	1881	17.9%
D	1783	17.0%
F	495	4.7%
U	379	3.6%
A	379	3.6%
H	284	2.7%
P	224	2.1%
O	220	2.1%
S	108	1.0%
Other values (5)	182	1.7%

Space Separator

Value	Count	Frequency (%)
	1649	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	383	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	38790	95.0%
Common	2032	5.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	5105	13.2%
a	5070	13.1%
C	4546	11.7%
o	2774	7.2%
i	2746	7.1%
r	2685	6.9%
d	1993	5.1%
B	1881	4.8%
D	1783	4.6%
n	1545	4.0%
Other values (30)	8662	22.3%

Common

Value	Count	Frequency (%)
	1649	81.2%
-	383	18.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40822	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	5105	12.5%
a	5070	12.4%
C	4546	11.1%
o	2774	6.8%
i	2746	6.7%
r	2685	6.6%
d	1993	4.9%
B	1881	4.6%
D	1783	4.4%
	1649	4.0%
Other values (32)	10590	25.9%

OriginofCall
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

Person (mobile)	5623
Person (land line)	3438
Police	132
Other FRS	52
Person (running call)	5
Other values (3)	6

Length

Max length	21
Median length	15
Mean length	15.951815
Min length	6

Characters and Unicode

Total characters	147650
Distinct characters	29
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Person (land line)
2nd row	Person (land line)
3rd row	Person (mobile)
4th row	Person (mobile)
5th row	Person (mobile)

Common Values

Value	Count	Frequency (%)
Person (mobile)	5623	60.7%
Person (land line)	3438	37.1%
Police	132	1.4%
Other FRS	52	0.6%
Person (running call)	5	0.1%
Ambulance	2	< 0.1%
Coastguard	2	< 0.1%
Not known	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
person	9066	41.6%
mobile	5623	25.8%
land	3438	15.8%
line	3438	15.8%
police	132	0.6%
other	52	0.2%
frs	52	0.2%
running	5	< 0.1%
call	5	< 0.1%
ambulance	2	< 0.1%
Other values (3)	6	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	18313	12.4%
n	15963	10.8%
o	14827	10.0%
l	12643	8.6%
	12563	8.5%
P	9198	6.2%
i	9198	6.2%
r	9125	6.2%
s	9068	6.1%
(	9066	6.1%
Other values (19)	27686	18.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	107543	72.8%
Space Separator	12563	8.5%
Uppercase Letter	9412	6.4%
Open Punctuation	9066	6.1%
Close Punctuation	9066	6.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	18313	17.0%
n	15963	14.8%
o	14827	13.8%
l	12643	11.8%
i	9198	8.6%
r	9125	8.5%
s	9068	8.4%
m	5625	5.2%
b	5625	5.2%
a	3449	3.2%
Other values (8)	3707	3.4%

Uppercase Letter

Value	Count	Frequency (%)
P	9198	97.7%
O	52	0.6%
F	52	0.6%
R	52	0.6%
S	52	0.6%
A	2	< 0.1%
C	2	< 0.1%
N	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	12563	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9066	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9066	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	116955	79.2%
Common	30695	20.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	18313	15.7%
n	15963	13.6%
o	14827	12.7%
l	12643	10.8%
P	9198	7.9%
i	9198	7.9%
r	9125	7.8%
s	9068	7.8%
m	5625	4.8%
b	5625	4.8%
Other values (16)	7370	6.3%

Common

Value	Count	Frequency (%)
	12563	40.9%
(	9066	29.5%
)	9066	29.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	147650	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	18313	12.4%
n	15963	10.8%
o	14827	10.0%
l	12643	8.6%
	12563	8.5%
P	9198	6.2%
i	9198	6.2%
r	9125	6.2%
s	9068	6.1%
(	9066	6.1%
Other values (19)	27686	18.8%

PropertyType
Categorical

Distinct	185
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

House - single occupancy	2421
Purpose Built Flats/Maisonettes - 4 to 9 storeys	817
Purpose Built Flats/Maisonettes - Up to 3 storeys	774
Tree scrub	409
Converted Flat/Maisonettes - 3 or more storeys	340
Other values (180)	4495

Length

Max length	78
Median length	60
Mean length	27.643366
Min length	4

Characters and Unicode

Total characters	255867
Distinct characters	61
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	37 ?
Unique (%)	0.4%

Sample

1st row	House - single occupancy
2nd row	Railings
3rd row	Pipe or drain
4th row	Intensive Farming Sheds (chickens, pigs etc)
5th row	House - single occupancy

Common Values

Value	Count	Frequency (%)
House - single occupancy	2421	26.2%
Purpose Built Flats/Maisonettes - 4 to 9 storeys	817	8.8%
Purpose Built Flats/Maisonettes - Up to 3 storeys	774	8.4%
Tree scrub	409	4.4%
Converted Flat/Maisonettes - 3 or more storeys	340	3.7%
Animal harm outdoors	338	3.7%
Car	309	3.3%
Domestic garden (vegetation not equipment)	297	3.2%
Converted Flat/Maisonette - Up to 2 storeys	266	2.9%
Park	228	2.5%
Other values (175)	3057	33.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	4983	13.1%
single	2560	6.7%
occupancy	2449	6.4%
house	2442	6.4%
storeys	2355	6.2%
to	1866	4.9%
purpose	1799	4.7%
built	1799	4.7%
flats/maisonettes	1734	4.6%
3	1124	3.0%
Other values (288)	14921	39.2%

Most occurring characters

Value	Count	Frequency (%)
	36561	14.3%
e	23329	9.1%
s	20612	8.1%
o	20532	8.0%
t	18345	7.2%
a	13291	5.2%
n	12434	4.9%
r	12266	4.8%
u	10796	4.2%
i	10712	4.2%
Other values (51)	76989	30.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	188960	73.9%
Space Separator	36561	14.3%
Uppercase Letter	17227	6.7%
Dash Punctuation	5002	2.0%
Other Punctuation	3986	1.6%
Decimal Number	3315	1.3%
Close Punctuation	408	0.2%
Open Punctuation	408	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	23329	12.3%
s	20612	10.9%
o	20532	10.9%
t	18345	9.7%
a	13291	7.0%
n	12434	6.6%
r	12266	6.5%
u	10796	5.7%
i	10712	5.7%
c	9567	5.1%
Other values (15)	37076	19.6%

Uppercase Letter

Value	Count	Frequency (%)
H	2577	15.0%
F	2534	14.7%
P	2388	13.9%
M	2381	13.8%
B	1941	11.3%
C	1169	6.8%
U	1062	6.2%
R	626	3.6%
T	479	2.8%
A	349	2.0%
Other values (12)	1721	10.0%

Decimal Number

Value	Count	Frequency (%)
3	1124	33.9%
4	817	24.6%
9	817	24.6%
2	271	8.2%
0	143	4.3%
1	143	4.3%

Other Punctuation

Value	Count	Frequency (%)
/	3757	94.3%
,	224	5.6%
.	4	0.1%
&	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	36561	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5002	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	408	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	408	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	206187	80.6%
Common	49680	19.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	23329	11.3%
s	20612	10.0%
o	20532	10.0%
t	18345	8.9%
a	13291	6.4%
n	12434	6.0%
r	12266	5.9%
u	10796	5.2%
i	10712	5.2%
c	9567	4.6%
Other values (37)	54303	26.3%

Common

Value	Count	Frequency (%)
	36561	73.6%
-	5002	10.1%
/	3757	7.6%
3	1124	2.3%
4	817	1.6%
9	817	1.6%
)	408	0.8%
(	408	0.8%
2	271	0.5%
,	224	0.5%
Other values (4)	291	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	255867	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36561	14.3%
e	23329	9.1%
s	20612	8.1%
o	20532	8.0%
t	18345	7.2%
a	13291	5.2%
n	12434	4.9%
r	12266	4.8%
u	10796	4.2%
i	10712	4.2%
Other values (51)	76989	30.1%

PropertyCategory
Categorical

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

Dwelling	4830
Outdoor	2407
Non Residential	940
Outdoor Structure	681
Road Vehicle	364
Other values (2)	34

Length

Max length	17
Median length	8
Mean length	9.2977528
Min length	4

Characters and Unicode

Total characters	86060
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Dwelling
2nd row	Outdoor Structure
3rd row	Outdoor Structure
4th row	Non Residential
5th row	Dwelling

Common Values

Value	Count	Frequency (%)
Dwelling	4830	52.2%
Outdoor	2407	26.0%
Non Residential	940	10.2%
Outdoor Structure	681	7.4%
Road Vehicle	364	3.9%
Other Residential	30	0.3%
Boat	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
dwelling	4830	42.9%
outdoor	3088	27.4%
residential	970	8.6%
non	940	8.3%
structure	681	6.0%
road	364	3.2%
vehicle	364	3.2%
other	30	0.3%
boat	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
l	10994	12.8%
e	8209	9.5%
o	7484	8.7%
i	7134	8.3%
n	6740	7.8%
t	5454	6.3%
w	4830	5.6%
D	4830	5.6%
g	4830	5.6%
r	4480	5.2%
Other values (13)	21075	24.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	72774	84.6%
Uppercase Letter	11271	13.1%
Space Separator	2015	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	10994	15.1%
e	8209	11.3%
o	7484	10.3%
i	7134	9.8%
n	6740	9.3%
t	5454	7.5%
w	4830	6.6%
g	4830	6.6%
r	4480	6.2%
u	4450	6.1%
Other values (5)	8169	11.2%

Uppercase Letter

Value	Count	Frequency (%)
D	4830	42.9%
O	3118	27.7%
R	1334	11.8%
N	940	8.3%
S	681	6.0%
V	364	3.2%
B	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2015	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	84045	97.7%
Common	2015	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	10994	13.1%
e	8209	9.8%
o	7484	8.9%
i	7134	8.5%
n	6740	8.0%
t	5454	6.5%
w	4830	5.7%
D	4830	5.7%
g	4830	5.7%
r	4480	5.3%
Other values (12)	19060	22.7%

Common

Value	Count	Frequency (%)
	2015	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86060	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	10994	12.8%
e	8209	9.5%
o	7484	8.7%
i	7134	8.3%
n	6740	7.8%
t	5454	6.3%
w	4830	5.6%
D	4830	5.6%
g	4830	5.6%
r	4480	5.2%
Other values (13)	21075	24.5%

SpecialServiceTypeCategory
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

Other animal assistance	4432
Animal rescue from height	3453
Animal rescue from below ground	914
Animal rescue from water	457

Length

Max length	31
Median length	25
Mean length	24.585458
Min length	23

Characters and Unicode

Total characters	227563
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Other animal assistance
2nd row	Other animal assistance
3rd row	Animal rescue from below ground
4th row	Animal rescue from water
5th row	Other animal assistance

Common Values

Value	Count	Frequency (%)
Other animal assistance	4432	47.9%
Animal rescue from height	3453	37.3%
Animal rescue from below ground	914	9.9%
Animal rescue from water	457	4.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
animal	9256	27.6%
rescue	4824	14.4%
from	4824	14.4%
other	4432	13.2%
assistance	4432	13.2%
height	3453	10.3%
below	914	2.7%
ground	914	2.7%
water	457	1.4%

Most occurring characters

Value	Count	Frequency (%)
	24250	10.7%
e	23336	10.3%
a	23009	10.1%
s	18120	8.0%
i	17141	7.5%
r	15451	6.8%
n	14602	6.4%
m	14080	6.2%
t	12774	5.6%
h	11338	5.0%
Other values (11)	53462	23.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	194057	85.3%
Space Separator	24250	10.7%
Uppercase Letter	9256	4.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	23336	12.0%
a	23009	11.9%
s	18120	9.3%
i	17141	8.8%
r	15451	8.0%
n	14602	7.5%
m	14080	7.3%
t	12774	6.6%
h	11338	5.8%
l	10170	5.2%
Other values (8)	34036	17.5%

Uppercase Letter

Value	Count	Frequency (%)
A	4824	52.1%
O	4432	47.9%

Space Separator

Value	Count	Frequency (%)
	24250	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	203313	89.3%
Common	24250	10.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	23336	11.5%
a	23009	11.3%
s	18120	8.9%
i	17141	8.4%
r	15451	7.6%
n	14602	7.2%
m	14080	6.9%
t	12774	6.3%
h	11338	5.6%
l	10170	5.0%
Other values (10)	43292	21.3%

Common

Value	Count	Frequency (%)
	24250	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	227563	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	24250	10.7%
e	23336	10.3%
a	23009	10.1%
s	18120	8.0%
i	17141	7.5%
r	15451	6.8%
n	14602	6.4%
m	14080	6.2%
t	12774	5.6%
h	11338	5.0%
Other values (11)	53462	23.5%

SpecialServiceType
Categorical

Distinct	24
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

Animal rescue from height - Domestic pet	2169
Assist trapped domestic animal	1924
Animal rescue from height - Bird	1169
Assist trapped wild animal	823
Animal rescue from below ground - Domestic pet	720
Other values (19)	2451

Length

Max length	58
Median length	52
Mean length	37.967156
Min length	26

Characters and Unicode

Total characters	351424
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Animal assistance involving livestock - Other action
2nd row	Animal assistance involving livestock - Other action
3rd row	Animal rescue from below ground - Domestic pet
4th row	Animal rescue from water - Farm animal
5th row	Animal assistance involving livestock - Other action

Common Values

Value	Count	Frequency (%)
Animal rescue from height - Domestic pet	2169	23.4%
Assist trapped domestic animal	1924	20.8%
Animal rescue from height - Bird	1169	12.6%
Assist trapped wild animal	823	8.9%
Animal rescue from below ground - Domestic pet	720	7.8%
Animal assistance involving livestock - Other action	641	6.9%
Animal assistance involving domestic animal - Other action	556	6.0%
Animal rescue from water - Domestic pet	266	2.9%
Animal assistance involving wild animal - Other action	186	2.0%
Wild animal rescue from height	111	1.2%
Other values (14)	691	7.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
animal	10323	18.4%
	6032	10.8%
domestic	5765	10.3%
from	4824	8.6%
rescue	4824	8.6%
height	3453	6.2%
pet	3155	5.6%
assist	2807	5.0%
trapped	2807	5.0%
involving	1535	2.7%
Other values (15)	10467	18.7%

Most occurring characters

Value	Count	Frequency (%)
	46796	13.3%
i	31767	9.0%
e	29914	8.5%
s	24198	6.9%
t	23542	6.7%
a	22385	6.4%
m	21212	6.0%
n	17163	4.9%
r	16825	4.8%
o	16164	4.6%
Other values (21)	101458	28.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	283308	80.6%
Space Separator	46796	13.3%
Uppercase Letter	15288	4.4%
Dash Punctuation	6032	1.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	31767	11.2%
e	29914	10.6%
s	24198	8.5%
t	23542	8.3%
a	22385	7.9%
m	21212	7.5%
n	17163	6.1%
r	16825	5.9%
o	16164	5.7%
l	14859	5.2%
Other values (12)	65279	23.0%

Uppercase Letter

Value	Count	Frequency (%)
A	8991	58.8%
D	3155	20.6%
O	1383	9.0%
B	1316	8.6%
W	265	1.7%
L	90	0.6%
F	88	0.6%

Space Separator

Value	Count	Frequency (%)
	46796	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6032	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	298596	85.0%
Common	52828	15.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	31767	10.6%
e	29914	10.0%
s	24198	8.1%
t	23542	7.9%
a	22385	7.5%
m	21212	7.1%
n	17163	5.7%
r	16825	5.6%
o	16164	5.4%
l	14859	5.0%
Other values (19)	80567	27.0%

Common

Value	Count	Frequency (%)
	46796	88.6%
-	6032	11.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	351424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	46796	13.3%
i	31767	9.0%
e	29914	8.5%
s	24198	6.9%
t	23542	6.7%
a	22385	6.4%
m	21212	6.0%
n	17163	4.9%
r	16825	4.8%
o	16164	4.6%
Other values (21)	101458	28.9%

WardCode
Categorical

Distinct	758
Distinct (%)	8.2%
Missing	10
Missing (%)	0.1%
Memory size	72.4 KiB

E05013971	46
E05009327	45
E05013703	41
E05013689	37
E05013808	36
Other values (753)	9041

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	83214
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	44 ?
Unique (%)	0.5%

Sample

1st row	E05011467
2nd row	E05000169
3rd row	E05013756
4th row	E05013568
5th row	E05013971

Common Values

Value	Count	Frequency (%)
E05013971	46	0.5%
E05009327	45	0.5%
E05013703	41	0.4%
E05013689	37	0.4%
E05013808	36	0.4%
E05014010	36	0.4%
E05013570	35	0.4%
E05014081	34	0.4%
E05013938	32	0.3%
E05013695	32	0.3%
Other values (748)	8872	95.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
e05013971	46	0.5%
e05009327	45	0.5%
e05013703	41	0.4%
e05013689	37	0.4%
e05013808	36	0.4%
e05014010	36	0.4%
e05013570	35	0.4%
e05014081	34	0.4%
e05013938	32	0.3%
e05013695	32	0.3%
Other values (748)	8872	96.0%

Most occurring characters

Value	Count	Frequency (%)
0	23058	27.7%
5	12035	14.5%
1	12003	14.4%
E	9246	11.1%
3	8193	9.8%
9	4071	4.9%
4	3247	3.9%
7	3241	3.9%
6	3113	3.7%
8	2648	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	73968	88.9%
Uppercase Letter	9246	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23058	31.2%
5	12035	16.3%
1	12003	16.2%
3	8193	11.1%
9	4071	5.5%
4	3247	4.4%
7	3241	4.4%
6	3113	4.2%
8	2648	3.6%
2	2359	3.2%

Uppercase Letter

Value	Count	Frequency (%)
E	9246	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	73968	88.9%
Latin	9246	11.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23058	31.2%
5	12035	16.3%
1	12003	16.2%
3	8193	11.1%
9	4071	5.5%
4	3247	4.4%
7	3241	4.4%
6	3113	4.2%
8	2648	3.6%
2	2359	3.2%

Latin

Value	Count	Frequency (%)
E	9246	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83214	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23058	27.7%
5	12035	14.5%
1	12003	14.4%
E	9246	11.1%
3	8193	9.8%
9	4071	4.9%
4	3247	3.9%
7	3241	3.9%
6	3113	3.7%
8	2648	3.2%

Ward
Categorical

Distinct	1182
Distinct (%)	12.8%
Missing	10
Missing (%)	0.1%
Memory size	72.4 KiB

Gooshays	42
Mile End	38
West End	35
Heathrow Villages	35
Battersea Park	35
Other values (1177)	9061

Length

Max length	36
Median length	31
Mean length	12.809864
Min length	3

Characters and Unicode

Total characters	118440
Distinct characters	57
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	210 ?
Unique (%)	2.3%

Sample

1st row	Crystal Palace & Upper Norwood
2nd row	Woodside
3rd row	Carshalton Central
4th row	Harefield Village
5th row	Gooshays

Common Values

Value	Count	Frequency (%)
Gooshays	42	0.5%
Mile End	38	0.4%
West End	35	0.4%
Heathrow Villages	35	0.4%
Battersea Park	35	0.4%
Finsbury Park	35	0.4%
Village	33	0.4%
Kingston Town	32	0.3%
Ponders End	32	0.3%
Regent's Park	32	0.3%
Other values (1172)	8897	96.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	1183	6.5%
park	672	3.7%
south	458	2.5%
west	451	2.5%
green	442	2.4%
st	430	2.4%
hill	415	2.3%
east	330	1.8%
town	327	1.8%
north	306	1.7%
Other values (657)	13142	72.4%

Most occurring characters

Value	Count	Frequency (%)
e	9105	7.7%
	8910	7.5%
o	6947	5.9%
a	6736	5.7%
r	6489	5.5%
n	6309	5.3%
t	5838	4.9%
l	5468	4.6%
s	4402	3.7%
i	4011	3.4%
Other values (47)	54225	45.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	76761	64.8%
Uppercase Letter	30603	25.8%
Space Separator	8910	7.5%
Other Punctuation	2138	1.8%
Dash Punctuation	28	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	2535	8.3%
S	2531	8.3%
H	2494	8.1%
C	1943	6.3%
N	1797	5.9%
R	1692	5.5%
W	1649	5.4%
L	1648	5.4%
O	1623	5.3%
T	1613	5.3%
Other values (16)	11078	36.2%

Lowercase Letter

Value	Count	Frequency (%)
e	9105	11.9%
o	6947	9.1%
a	6736	8.8%
r	6489	8.5%
n	6309	8.2%
t	5838	7.6%
l	5468	7.1%
s	4402	5.7%
i	4011	5.2%
h	3617	4.7%
Other values (15)	17839	23.2%

Other Punctuation

Value	Count	Frequency (%)
&	1183	55.3%
'	480	22.5%
.	430	20.1%
,	45	2.1%

Space Separator

Value	Count	Frequency (%)
	8910	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	107364	90.6%
Common	11076	9.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	9105	8.5%
o	6947	6.5%
a	6736	6.3%
r	6489	6.0%
n	6309	5.9%
t	5838	5.4%
l	5468	5.1%
s	4402	4.1%
i	4011	3.7%
h	3617	3.4%
Other values (41)	48442	45.1%

Common

Value	Count	Frequency (%)
	8910	80.4%
&	1183	10.7%
'	480	4.3%
.	430	3.9%
,	45	0.4%
-	28	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118440	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	9105	7.7%
	8910	7.5%
o	6947	5.9%
a	6736	5.7%
r	6489	5.5%
n	6309	5.3%
t	5838	4.9%
l	5468	4.6%
s	4402	3.7%
i	4011	3.4%
Other values (47)	54225	45.8%

BoroughCode
Categorical

Distinct	37
Distinct (%)	0.4%
Missing	12
Missing (%)	0.1%
Memory size	72.4 KiB

E09000010	422
E09000008	386
E09000028	374
E09000003	368
E09000030	352
Other values (32)	7342

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	83196
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	E09000008
2nd row	E09000008
3rd row	E09000029
4th row	E09000017
5th row	E09000016

Common Values

Value	Count	Frequency (%)
E09000010	422	4.6%
E09000008	386	4.2%
E09000028	374	4.0%
E09000003	368	4.0%
E09000030	352	3.8%
E09000014	340	3.7%
E09000025	332	3.6%
E09000022	330	3.6%
E09000031	324	3.5%
E09000006	319	3.4%
Other values (27)	5697	61.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
e09000010	422	4.6%
e09000008	386	4.2%
e09000028	374	4.0%
e09000003	368	4.0%
e09000030	352	3.8%
e09000014	340	3.7%
e09000025	332	3.6%
e09000022	330	3.6%
e09000031	324	3.5%
e09000006	319	3.5%
Other values (27)	5697	61.6%

Most occurring characters

Value	Count	Frequency (%)
0	49640	59.7%
9	10042	12.1%
E	9244	11.1%
2	3796	4.6%
1	3749	4.5%
3	2403	2.9%
8	1033	1.2%
6	905	1.1%
7	850	1.0%
5	775	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	73952	88.9%
Uppercase Letter	9244	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	49640	67.1%
9	10042	13.6%
2	3796	5.1%
1	3749	5.1%
3	2403	3.2%
8	1033	1.4%
6	905	1.2%
7	850	1.1%
5	775	1.0%
4	759	1.0%

Uppercase Letter

Value	Count	Frequency (%)
E	9244	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	73952	88.9%
Latin	9244	11.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	49640	67.1%
9	10042	13.6%
2	3796	5.1%
1	3749	5.1%
3	2403	3.2%
8	1033	1.4%
6	905	1.2%
7	850	1.1%
5	775	1.0%
4	759	1.0%

Latin

Value	Count	Frequency (%)
E	9244	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83196	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	49640	59.7%
9	10042	12.1%
E	9244	11.1%
2	3796	4.6%
1	3749	4.5%
3	2403	2.9%
8	1033	1.2%
6	905	1.1%
7	850	1.0%
5	775	0.9%

Borough
Categorical

HIGH CARDINALITY HIGH CORRELATION

Distinct	70
Distinct (%)	0.8%
Missing	12
Missing (%)	0.1%
Memory size	72.4 KiB

ENFIELD	258
BARNET	217
CROYDON	216
SOUTHWARK	214
HARINGEY	203
Other values (65)	8136

Length

Max length	22
Median length	14
Mean length	9.5719386
Min length	5

Characters and Unicode

Total characters	88483
Distinct characters	47
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Croydon
2nd row	Croydon
3rd row	Sutton
4th row	Hillingdon
5th row	Havering

Common Values

Value	Count	Frequency (%)
ENFIELD	258	2.8%
BARNET	217	2.3%
CROYDON	216	2.3%
SOUTHWARK	214	2.3%
HARINGEY	203	2.2%
TOWER HAMLETS	196	2.1%
NEWHAM	195	2.1%
EALING	191	2.1%
GREENWICH	184	2.0%
REDBRIDGE	184	2.0%
Other values (60)	7186	77.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
and	676	5.6%
upon	428	3.5%
thames	428	3.5%
enfield	422	3.5%
croydon	386	3.2%
southwark	374	3.1%
barnet	368	3.0%
tower	352	2.9%
hamlets	352	2.9%
haringey	340	2.8%
Other values (37)	8031	66.1%

Most occurring characters

Value	Count	Frequency (%)
E	5693	6.4%
N	5246	5.9%
H	4429	5.0%
A	4025	4.5%
n	3631	4.1%
e	3584	4.1%
R	3552	4.0%
T	3426	3.9%
a	3131	3.5%
O	2978	3.4%
Other values (37)	48788	55.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	53712	60.7%
Lowercase Letter	31858	36.0%
Space Separator	2913	3.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	5693	10.6%
N	5246	9.8%
H	4429	8.2%
A	4025	7.5%
R	3552	6.6%
T	3426	6.4%
O	2978	5.5%
I	2941	5.5%
L	2699	5.0%
S	2673	5.0%
Other values (13)	16050	29.9%

Lowercase Letter

Value	Count	Frequency (%)
n	3631	11.4%
e	3584	11.2%
a	3131	9.8%
o	2267	7.1%
r	2181	6.8%
t	2027	6.4%
i	1913	6.0%
m	1882	5.9%
h	1663	5.2%
s	1542	4.8%
Other values (13)	8037	25.2%

Space Separator

Value	Count	Frequency (%)
	2913	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	85570	96.7%
Common	2913	3.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	5693	6.7%
N	5246	6.1%
H	4429	5.2%
A	4025	4.7%
n	3631	4.2%
e	3584	4.2%
R	3552	4.2%
T	3426	4.0%
a	3131	3.7%
O	2978	3.5%
Other values (36)	45875	53.6%

Common

Value	Count	Frequency (%)
	2913	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88483	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	5693	6.4%
N	5246	5.9%
H	4429	5.0%
A	4025	4.5%
n	3631	4.1%
e	3584	4.1%
R	3552	4.0%
T	3426	3.9%
a	3131	3.5%
O	2978	3.4%
Other values (37)	48788	55.1%

StnGroundName
Categorical

Distinct	108
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

Enfield	178
Ilford	167
Tottenham	161
Dagenham	154
Edmonton	154
Other values (103)	8442

Length

Max length	16
Median length	14
Mean length	8.4965428
Min length	4

Characters and Unicode

Total characters	78644
Distinct characters	42
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Norbury
2nd row	Woodside
3rd row	Wallington
4th row	Ruislip
5th row	Harold Hill

Common Values

Value	Count	Frequency (%)
Enfield	178	1.9%
Ilford	167	1.8%
Tottenham	161	1.7%
Dagenham	154	1.7%
Edmonton	154	1.7%
Hornsey	151	1.6%
West Hampstead	149	1.6%
North Kensington	146	1.6%
Holloway	144	1.6%
Bethnal Green	135	1.5%
Other values (98)	7717	83.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hill	273	2.5%
west	255	2.4%
kensington	207	1.9%
green	192	1.8%
enfield	178	1.6%
ilford	167	1.5%
tottenham	161	1.5%
east	158	1.5%
edmonton	154	1.4%
dagenham	154	1.4%
Other values (106)	8948	82.5%

Most occurring characters

Value	Count	Frequency (%)
o	7229	9.2%
n	6580	8.4%
e	6262	8.0%
t	6190	7.9%
a	5114	6.5%
l	4639	5.9%
i	4098	5.2%
r	3824	4.9%
h	3588	4.6%
d	3055	3.9%
Other values (32)	28065	35.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	66206	84.2%
Uppercase Letter	10847	13.8%
Space Separator	1591	2.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	7229	10.9%
n	6580	9.9%
e	6262	9.5%
t	6190	9.3%
a	5114	7.7%
l	4639	7.0%
i	4098	6.2%
r	3824	5.8%
h	3588	5.4%
d	3055	4.6%
Other values (12)	15627	23.6%

Uppercase Letter

Value	Count	Frequency (%)
H	1728	15.9%
S	1037	9.6%
W	992	9.1%
E	887	8.2%
B	793	7.3%
P	672	6.2%
N	670	6.2%
T	516	4.8%
C	494	4.6%
K	492	4.5%
Other values (9)	2566	23.7%

Space Separator

Value	Count	Frequency (%)
	1591	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	77053	98.0%
Common	1591	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	7229	9.4%
n	6580	8.5%
e	6262	8.1%
t	6190	8.0%
a	5114	6.6%
l	4639	6.0%
i	4098	5.3%
r	3824	5.0%
h	3588	4.7%
d	3055	4.0%
Other values (31)	26474	34.4%

Common

Value	Count	Frequency (%)
	1591	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78644	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	7229	9.2%
n	6580	8.4%
e	6262	8.0%
t	6190	7.9%
a	5114	6.5%
l	4639	5.9%
i	4098	5.2%
r	3824	4.9%
h	3588	4.6%
d	3055	3.9%
Other values (32)	28065	35.7%

UPRN
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3262
Distinct (%)	95.7%
Missing	5849
Missing (%)	63.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.1128292 × 10¹⁰

Minimum	5005910
Maximum	2.0000444 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	5005910
5-th percentile	6145467.2
Q1	2.0212793 × 10⁸
median	1.0033527 × 10¹⁰
Q3	1.0002192 × 10¹¹
95-th percentile	2.0000121 × 10¹¹
Maximum	2.0000444 × 10¹¹
Range	1.9999943 × 10¹¹
Interquartile range (IQR)	9.9819795 × 10¹⁰

Descriptive statistics

Standard deviation	5.9863106 × 10¹⁰
Coefficient of variation (CV)	1.1708411
Kurtosis	-0.12363727
Mean	5.1128292 × 10¹⁰
Median Absolute Deviation (MAD)	1.0021457 × 10¹⁰
Skewness	0.9053048
Sum	1.7419409 × 10¹⁴
Variance	3.5835914 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.000213456 × 10¹¹	6	0.1%
207178584	5	0.1%
121033252	4	< 0.1%
48119014	4	< 0.1%
202099001	4	< 0.1%
2.0000121 × 10¹¹	4	< 0.1%
2.000010838 × 10¹¹	4	< 0.1%
1.000229024 × 10¹¹	3	< 0.1%
1.00021389 × 10¹¹	3	< 0.1%
5870070369	3	< 0.1%
Other values (3252)	3367	36.4%
(Missing)	5849	63.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5005910	1	< 0.1%
5011266	1	< 0.1%
5012018	1	< 0.1%
5014827	1	< 0.1%
5017447	1	< 0.1%
5018198	1	< 0.1%
5019405	1	< 0.1%
5019782	1	< 0.1%
5021535	1	< 0.1%
5022289	1	< 0.1%

Value	Count	Frequency (%)
2.000044388 × 10¹¹	1	< 0.1%
2.000044378 × 10¹¹	1	< 0.1%
2.000044378 × 10¹¹	1	< 0.1%
2.000044348 × 10¹¹	1	< 0.1%
2.000040083 × 10¹¹	1	< 0.1%
2.000039955 × 10¹¹	1	< 0.1%
2.000039909 × 10¹¹	1	< 0.1%
2.000039865 × 10¹¹	1	< 0.1%
2.00003973 × 10¹¹	1	< 0.1%
2.000039726 × 10¹¹	1	< 0.1%

Street
Categorical

Distinct	6894
Distinct (%)	74.5%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

HIGH STREET	43
High Street	24
HIGH ROAD	23
LONDON ROAD	22
THE BROADWAY	19
Other values (6889)	9125

Length

Max length	94
Median length	72
Mean length	13.667135
Min length	4

Characters and Unicode

Total characters	126503
Distinct characters	69
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5509 ?
Unique (%)	59.5%

Sample

1st row	Waddington Way
2nd row	Grasmere Road
3rd row	Mill Lane
4th row	Park Lane
5th row	Swindon Lane

Common Values

Value	Count	Frequency (%)
HIGH STREET	43	0.5%
High Street	24	0.3%
HIGH ROAD	23	0.2%
LONDON ROAD	22	0.2%
THE BROADWAY	19	0.2%
High Road	16	0.2%
CHURCH STREET	15	0.2%
STATION ROAD	13	0.1%
London Road	13	0.1%
Park Road	12	0.1%
Other values (6884)	9056	97.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
road	4055	20.3%
street	870	4.4%
avenue	673	3.4%
lane	575	2.9%
close	514	2.6%
park	353	1.8%
gardens	349	1.7%
way	308	1.5%
drive	236	1.2%
hill	227	1.1%
Other values (4479)	11839	59.2%

Most occurring characters

Value	Count	Frequency (%)
	10743	8.5%
R	9295	7.3%
E	8215	6.5%
A	7805	6.2%
O	6200	4.9%
e	5590	4.4%
a	4853	3.8%
D	4746	3.8%
S	4380	3.5%
L	4375	3.5%
Other values (59)	60301	47.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	75375	59.6%
Lowercase Letter	40199	31.8%
Space Separator	10743	8.5%
Other Punctuation	124	0.1%
Decimal Number	53	< 0.1%
Dash Punctuation	7	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	9295	12.3%
E	8215	10.9%
A	7805	10.4%
O	6200	8.2%
D	4746	6.3%
S	4380	5.8%
L	4375	5.8%
N	4258	5.6%
T	3957	5.2%
C	2868	3.8%
Other values (16)	19276	25.6%

Lowercase Letter

Value	Count	Frequency (%)
e	5590	13.9%
a	4853	12.1%
o	4324	10.8%
r	3459	8.6%
d	3050	7.6%
n	2899	7.2%
t	2522	6.3%
l	2382	5.9%
s	1830	4.6%
i	1685	4.2%
Other values (16)	7605	18.9%

Decimal Number

Value	Count	Frequency (%)
1	11	20.8%
2	9	17.0%
3	8	15.1%
0	8	15.1%
8	4	7.5%
7	4	7.5%
6	3	5.7%
5	3	5.7%
4	2	3.8%
9	1	1.9%

Other Punctuation

Value	Count	Frequency (%)
'	66	53.2%
.	55	44.4%
/	3	2.4%

Space Separator

Value	Count	Frequency (%)
	10743	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	115574	91.4%
Common	10929	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	9295	8.0%
E	8215	7.1%
A	7805	6.8%
O	6200	5.4%
e	5590	4.8%
a	4853	4.2%
D	4746	4.1%
S	4380	3.8%
L	4375	3.8%
o	4324	3.7%
Other values (42)	55791	48.3%

Common

Value	Count	Frequency (%)
	10743	98.3%
'	66	0.6%
.	55	0.5%
1	11	0.1%
2	9	0.1%
3	8	0.1%
0	8	0.1%
-	7	0.1%
8	4	< 0.1%
7	4	< 0.1%
Other values (7)	14	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	126503	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10743	8.5%
R	9295	7.3%
E	8215	6.5%
A	7805	6.2%
O	6200	4.9%
e	5590	4.4%
a	4853	3.8%
D	4746	3.8%
S	4380	3.5%
L	4375	3.5%
Other values (59)	60301	47.7%

USRN
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	6198
Distinct (%)	76.5%
Missing	1156
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	20967182

Minimum	4802548
Maximum	40500307
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	4802548
5-th percentile	19900629
Q1	20502322
median	21300846
Q3	22200954
95-th percentile	22847381
Maximum	40500307
Range	35697759
Interquartile range (IQR)	1698631.5

Descriptive statistics

Standard deviation	2520415.7
Coefficient of variation (CV)	0.12020765
Kurtosis	18.786814
Mean	20967182
Median Absolute Deviation (MAD)	800408
Skewness	-3.8847218
Sum	1.6983418 × 10¹¹
Variance	6.3524955 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22306023	20	0.2%
22837350	12	0.1%
21300661	11	0.1%
22004177	9	0.1%
20201631	8	0.1%
20702448	8	0.1%
22844950	8	0.1%
19900172	8	0.1%
8400794	8	0.1%
20703459	8	0.1%
Other values (6188)	8000	86.4%
(Missing)	1156	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4802548	1	< 0.1%
4810028	2	< 0.1%
8100080	1	< 0.1%
8100101	1	< 0.1%
8100118	2	< 0.1%
8100124	1	< 0.1%
8100150	1	< 0.1%
8100228	1	< 0.1%
8100241	1	< 0.1%
8100251	1	< 0.1%

Value	Count	Frequency (%)
40500307	1	< 0.1%
39500869	1	< 0.1%
35200389	1	< 0.1%
34900219	1	< 0.1%
32102382	1	< 0.1%
22906955	1	< 0.1%
22906927	1	< 0.1%
22906902	1	< 0.1%
22906892	1	< 0.1%
22906841	1	< 0.1%

PostcodeDistrict
Categorical

Distinct	276
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

CR0	159
E17	128
E14	121
N1	113
SE1	102
Other values (271)	8633

Length

Max length	4
Median length	3
Mean length	3.0761668
Min length	2

Characters and Unicode

Total characters	28473
Distinct characters	33
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	0.2%

Sample

1st row	SE19
2nd row	SE25
3rd row	SM5
4th row	UB9
5th row	RM3

Common Values

Value	Count	Frequency (%)
CR0	159	1.7%
E17	128	1.4%
E14	121	1.3%
N1	113	1.2%
SE1	102	1.1%
NW1	100	1.1%
E4	100	1.1%
NW10	99	1.1%
N17	96	1.0%
SE9	90	1.0%
Other values (266)	8148	88.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cr0	159	1.7%
e17	128	1.4%
e14	121	1.3%
n1	113	1.2%
se1	102	1.1%
nw1	100	1.1%
e4	100	1.1%
nw10	99	1.1%
n17	96	1.0%
se9	90	1.0%
Other values (266)	8148	88.0%

Most occurring characters

Value	Count	Frequency (%)
1	4435	15.6%
E	2760	9.7%
W	2727	9.6%
S	2293	8.1%
N	2002	7.0%
2	1307	4.6%
R	1123	3.9%
3	995	3.5%
6	969	3.4%
4	911	3.2%
Other values (23)	8951	31.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	15866	55.7%
Decimal Number	12607	44.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	2760	17.4%
W	2727	17.2%
S	2293	14.5%
N	2002	12.6%
R	1123	7.1%
T	652	4.1%
M	637	4.0%
B	624	3.9%
A	611	3.9%
C	500	3.2%
Other values (13)	1937	12.2%

Decimal Number

Value	Count	Frequency (%)
1	4435	35.2%
2	1307	10.4%
3	995	7.9%
6	969	7.7%
4	911	7.2%
7	894	7.1%
5	893	7.1%
8	828	6.6%
0	734	5.8%
9	641	5.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15866	55.7%
Common	12607	44.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	2760	17.4%
W	2727	17.2%
S	2293	14.5%
N	2002	12.6%
R	1123	7.1%
T	652	4.1%
M	637	4.0%
B	624	3.9%
A	611	3.9%
C	500	3.2%
Other values (13)	1937	12.2%

Common

Value	Count	Frequency (%)
1	4435	35.2%
2	1307	10.4%
3	995	7.9%
6	969	7.7%
4	911	7.2%
7	894	7.1%
5	893	7.1%
8	828	6.6%
0	734	5.8%
9	641	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28473	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4435	15.6%
E	2760	9.7%
W	2727	9.6%
S	2293	8.1%
N	2002	7.0%
2	1307	4.6%
R	1123	3.9%
3	995	3.5%
6	969	3.4%
4	911	3.2%
Other values (23)	8951	31.4%

Easting_m
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	4083
Distinct (%)	92.3%
Missing	4830
Missing (%)	52.2%
Infinite	0
Infinite (%)	0.0%
Mean	531134.84

Minimum	500025
Maximum	571394
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	500025
5-th percentile	511819.5
Q1	523950
median	531793
Q3	537984
95-th percentile	550158
Maximum	571394
Range	71369
Interquartile range (IQR)	14034

Descriptive statistics

Standard deviation	11167.807
Coefficient of variation (CV)	0.021026313
Kurtosis	-0.30942252
Mean	531134.84
Median Absolute Deviation (MAD)	7116.5
Skewness	-0.078147601
Sum	2.3508028 × 10⁹
Variance	1.2471992 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
536288	5	0.1%
528250	4	< 0.1%
537359	4	< 0.1%
530695	4	< 0.1%
528483	4	< 0.1%
533420	3	< 0.1%
534951	3	< 0.1%
531553	3	< 0.1%
525712	3	< 0.1%
536306	3	< 0.1%
Other values (4073)	4390	47.4%
(Missing)	4830	52.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
500025	1	< 0.1%
503083	1	< 0.1%
503588	1	< 0.1%
504060	1	< 0.1%
504689	1	< 0.1%
504700	1	< 0.1%
504706	1	< 0.1%
504742	1	< 0.1%
504899	1	< 0.1%
504901	1	< 0.1%

Value	Count	Frequency (%)
571394	1	< 0.1%
563705	1	< 0.1%
559664	1	< 0.1%
558934	1	< 0.1%
558677	1	< 0.1%
558421	1	< 0.1%
558218	1	< 0.1%
556811	1	< 0.1%
556717	1	< 0.1%
556571	2	< 0.1%

Northing_m
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	4017
Distinct (%)	90.8%
Missing	4830
Missing (%)	52.2%
Infinite	0
Infinite (%)	0.0%
Mean	180775.06

Minimum	157050
Maximum	200728
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	157050
5-th percentile	165339.75
Q1	174906.5
median	181149
Q3	187178.5
95-th percentile	194168
Maximum	200728
Range	43678
Interquartile range (IQR)	12272

Descriptive statistics

Standard deviation	8726.6951
Coefficient of variation (CV)	0.048273777
Kurtosis	-0.48870432
Mean	180775.06
Median Absolute Deviation (MAD)	6180.5
Skewness	-0.24399832
Sum	8.0011043 × 10⁸
Variance	76155208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
191773	4	< 0.1%
194968	4	< 0.1%
192312	4	< 0.1%
178797	4	< 0.1%
181250	4	< 0.1%
191851	4	< 0.1%
192250	3	< 0.1%
184504	3	< 0.1%
169250	3	< 0.1%
180723	3	< 0.1%
Other values (4007)	4390	47.4%
(Missing)	4830	52.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
157050	1	< 0.1%
157070	1	< 0.1%
157160	1	< 0.1%
157377	1	< 0.1%
157490	1	< 0.1%
157656	1	< 0.1%
157759	1	< 0.1%
157793	1	< 0.1%
157837	1	< 0.1%
157951	1	< 0.1%

Value	Count	Frequency (%)
200728	1	< 0.1%
200488	1	< 0.1%
199933	1	< 0.1%
199885	1	< 0.1%
199796	1	< 0.1%
199680	1	< 0.1%
199679	1	< 0.1%
199624	1	< 0.1%
199591	1	< 0.1%
199496	1	< 0.1%

Easting_rounded
Real number (ℝ)

Distinct	530
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	531164.07

Minimum	500050
Maximum	571350
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	500050
5-th percentile	512550
Q1	524650
median	531550
Q3	537675
95-th percentile	548975
Maximum	571350
Range	71300
Interquartile range (IQR)	13025

Descriptive statistics

Standard deviation	10521.742
Coefficient of variation (CV)	0.019808836
Kurtosis	-0.21241279
Mean	531164.07
Median Absolute Deviation (MAD)	6600
Skewness	-0.089793378
Sum	4.9164546 × 10⁹
Variance	1.1070706 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
534350	58	0.6%
533850	57	0.6%
532850	57	0.6%
533150	55	0.6%
531350	55	0.6%
534850	53	0.6%
530650	52	0.6%
531850	52	0.6%
534150	52	0.6%
529150	49	0.5%
Other values (520)	8716	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
500050	1	< 0.1%
503050	1	< 0.1%
503550	1	< 0.1%
504050	1	< 0.1%
504650	1	< 0.1%
504750	3	< 0.1%
504850	1	< 0.1%
504950	9	0.1%
505050	4	< 0.1%
505150	5	0.1%

Value	Count	Frequency (%)
571350	1	< 0.1%
563750	1	< 0.1%
559650	1	< 0.1%
558950	1	< 0.1%
558650	1	< 0.1%
558450	1	< 0.1%
558250	1	< 0.1%
556850	1	< 0.1%
556750	1	< 0.1%
556550	2	< 0.1%

Northing_rounded
Real number (ℝ)

Distinct	425
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	180791.57

Minimum	157050
Maximum	200750
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	157050
5-th percentile	166150
Q1	175350
median	181350
Q3	186750
95-th percentile	193450
Maximum	200750
Range	43700
Interquartile range (IQR)	11400

Descriptive statistics

Standard deviation	8286.6383
Coefficient of variation (CV)	0.045835313
Kurtosis	-0.41975771
Mean	180791.57
Median Absolute Deviation (MAD)	5700
Skewness	-0.24369355
Sum	1.6734068 × 10⁹
Variance	68668374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181050	59	0.6%
184050	57	0.6%
178750	56	0.6%
184750	56	0.6%
181850	55	0.6%
183550	55	0.6%
191850	55	0.6%
182550	55	0.6%
184550	53	0.6%
184650	52	0.6%
Other values (415)	8703	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
157050	2	< 0.1%
157150	1	< 0.1%
157350	1	< 0.1%
157450	2	< 0.1%
157650	1	< 0.1%
157750	4	< 0.1%
157850	1	< 0.1%
157950	2	< 0.1%
158050	2	< 0.1%
158150	1	< 0.1%

Value	Count	Frequency (%)
200750	1	< 0.1%
200450	1	< 0.1%
199950	1	< 0.1%
199850	1	< 0.1%
199750	1	< 0.1%
199650	3	< 0.1%
199550	2	< 0.1%
199450	1	< 0.1%
199350	4	< 0.1%
199250	3	< 0.1%

Latitude
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	4357
Distinct (%)	98.4%
Missing	4830
Missing (%)	52.2%
Infinite	0
Infinite (%)	0.0%
Mean	51.487328

Minimum	0
Maximum	51.688304
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	51.370879
Q1	51.457319
median	51.51458
Q3	51.568074
95-th percentile	51.630662
Maximum	51.688304
Range	51.688304
Interquartile range (IQR)	0.11075444

Descriptive statistics

Standard deviation	1.0976442
Coefficient of variation (CV)	0.021318725
Kurtosis	2188.0906
Mean	51.487328
Median Absolute Deviation (MAD)	0.055077306
Skewness	-46.668851
Sum	227882.91
Variance	1.2048227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51.60830546	4	< 0.1%
51.636755	4	< 0.1%
51.44517473	3	< 0.1%
51.4796965	3	< 0.1%
51.34293642	3	< 0.1%
51.66993903	3	< 0.1%
51.61948023	3	< 0.1%
51.37212223	3	< 0.1%
51.57131936	3	< 0.1%
51.5776778	2	< 0.1%
Other values (4347)	4395	47.5%
(Missing)	4830	52.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
51.2976946	1	< 0.1%
51.29769841	1	< 0.1%
51.29826323	1	< 0.1%
51.30055143	1	< 0.1%
51.30071251	1	< 0.1%
51.30080578	1	< 0.1%
51.30111451	1	< 0.1%
51.30153402	1	< 0.1%
51.30223244	1	< 0.1%

Value	Count	Frequency (%)
51.68830354	1	< 0.1%
51.687082	1	< 0.1%
51.68239033	1	< 0.1%
51.68114337	1	< 0.1%
51.68057949	1	< 0.1%
51.68046997	1	< 0.1%
51.67905963	1	< 0.1%
51.67889115	1	< 0.1%
51.67854795	1	< 0.1%
51.67852174	1	< 0.1%

Longitude
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	4357
Distinct (%)	98.4%
Missing	4830
Missing (%)	52.2%
Infinite	0
Infinite (%)	0.0%
Mean	-0.11160719

Minimum	-0.55973019
Maximum	0.46642091
Zeros	2
Zeros (%)	< 0.1%
Negative	3408
Negative (%)	36.8%
Memory size	72.4 KiB

Quantile statistics

Minimum	-0.55973019
5-th percentile	-0.38956067
Q1	-0.21581008
median	-0.1034015
Q3	-0.013465014
95-th percentile	0.16194826
Maximum	0.46642091
Range	1.0261511
Interquartile range (IQR)	0.20234507

Descriptive statistics

Standard deviation	0.16118811
Coefficient of variation (CV)	-1.4442449
Kurtosis	-0.30861714
Mean	-0.11160719
Median Absolute Deviation (MAD)	0.10249403
Skewness	-0.071378615
Sum	-493.9734
Variance	0.025981605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.0332283633	4	< 0.1%
-0.0165197536	4	< 0.1%
-0.2648413679	3	< 0.1%
-0.1511711545	3	< 0.1%
-0.0465480668	3	< 0.1%
-0.0688684854	3	< 0.1%
0.2258273817	3	< 0.1%
-0.1020306335	3	< 0.1%
-0.1676003509	3	< 0.1%
-0.2848974205	2	< 0.1%
Other values (4347)	4395	47.5%
(Missing)	4830	52.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5597301939	1	< 0.1%
-0.5167788377	1	< 0.1%
-0.5100463843	1	< 0.1%
-0.4985791082	1	< 0.1%
-0.49417632	1	< 0.1%
-0.4936804492	1	< 0.1%
-0.4910877461	1	< 0.1%
-0.4910247444	1	< 0.1%
-0.489683853	1	< 0.1%
-0.4895100345	1	< 0.1%

Value	Count	Frequency (%)
0.4664209089	1	< 0.1%
0.3596292514	1	< 0.1%
0.3019354691	1	< 0.1%
0.2914238117	1	< 0.1%
0.2881475584	1	< 0.1%
0.2849650905	1	< 0.1%
0.2814149491	1	< 0.1%
0.2611464995	1	< 0.1%
0.2600524645	1	< 0.1%
0.2581075304	2	< 0.1%

Auto

Heatmap
Table

	CalYear	PumpHoursTotal	HourlyNotionalCost(£)	IncidentNotionalCost(£)	UPRN	USRN	Easting_m	Northing_m	Easting_rounded	Northing_rounded	Latitude	Longitude	FinYear	PumpCount	AnimalGroupParent	OriginofCall	PropertyCategory	SpecialServiceTypeCategory	SpecialServiceType	BoroughCode	Borough
CalYear	1.000	-0.004	0.987	0.773	-0.056	-0.004	-0.019	0.014	-0.024	0.016	0.014	-0.018	0.869	0.025	0.062	0.127	0.036	0.114	0.200	0.021	0.314
PumpHoursTotal	-0.004	1.000	-0.006	0.561	0.010	-0.017	0.073	0.012	0.039	0.011	0.009	0.073	0.002	0.495	0.130	0.048	0.079	0.127	0.144	0.045	0.049
HourlyNotionalCost(£)	0.987	-0.006	1.000	0.782	-0.058	-0.005	-0.023	0.016	-0.026	0.016	0.016	-0.022	1.000	0.018	0.083	0.150	0.040	0.100	0.242	0.013	0.423
IncidentNotionalCost(£)	0.773	0.561	0.782	1.000	-0.031	-0.011	0.032	0.022	0.005	0.019	0.021	0.033	0.015	0.450	0.120	0.039	0.074	0.112	0.143	0.037	0.041
UPRN	-0.056	0.010	-0.058	-0.031	1.000	0.184	0.129	-0.162	0.129	-0.162	-0.164	0.124	0.085	0.000	0.091	0.073	0.016	0.064	0.101	0.608	0.618
USRN	-0.004	-0.017	-0.005	-0.011	0.184	1.000	-0.003	-0.155	0.043	-0.166	-0.157	-0.006	0.008	0.087	0.383	0.119	0.077	0.073	0.158	0.925	0.923
Easting_m	-0.019	0.073	-0.023	0.032	0.129	-0.003	1.000	0.114	1.000	0.114	0.081	0.999	0.000	0.106	0.243	0.076	0.027	0.109	0.124	0.727	0.725
Northing_m	0.014	0.012	0.016	0.022	-0.162	-0.155	0.114	1.000	0.114	1.000	0.999	0.134	0.027	0.066	0.130	0.056	0.045	0.092	0.111	0.630	0.628
Easting_rounded	-0.024	0.039	-0.026	0.005	0.129	0.043	1.000	0.114	1.000	0.104	0.081	0.999	0.000	0.093	0.234	0.059	0.048	0.096	0.108	0.733	0.731
Northing_rounded	0.016	0.011	0.016	0.019	-0.162	-0.166	0.114	1.000	0.104	1.000	0.999	0.134	0.016	0.053	0.094	0.048	0.047	0.071	0.078	0.638	0.638
Latitude	0.014	0.009	0.016	0.021	-0.164	-0.157	0.081	0.999	0.081	0.999	1.000	0.101	0.000	0.000	0.238	0.000	0.023	0.000	0.000	0.020	0.000
Longitude	-0.018	0.073	-0.022	0.033	0.124	-0.006	0.999	0.134	0.999	0.134	0.101	1.000	0.000	0.106	0.242	0.075	0.027	0.110	0.124	0.727	0.725
FinYear	0.869	0.002	1.000	0.015	0.085	0.008	0.000	0.027	0.000	0.016	0.000	0.000	1.000	0.031	0.056	0.130	0.038	0.119	0.167	0.016	0.259
PumpCount	0.025	0.495	0.018	0.450	0.000	0.087	0.106	0.066	0.093	0.053	0.000	0.106	0.031	1.000	0.129	0.040	0.070	0.136	0.169	0.044	0.057
AnimalGroupParent	0.062	0.130	0.083	0.120	0.091	0.383	0.243	0.130	0.234	0.094	0.238	0.242	0.056	0.129	1.000	0.183	0.172	0.283	0.329	0.156	0.161
OriginofCall	0.127	0.048	0.150	0.039	0.073	0.119	0.076	0.056	0.059	0.048	0.000	0.075	0.130	0.040	0.183	1.000	0.046	0.091	0.110	0.059	0.144
PropertyCategory	0.036	0.079	0.040	0.074	0.016	0.077	0.027	0.045	0.048	0.047	0.023	0.027	0.038	0.070	0.172	0.046	1.000	0.226	0.206	0.081	0.091
SpecialServiceTypeCategory	0.114	0.127	0.100	0.112	0.064	0.073	0.109	0.092	0.096	0.071	0.000	0.110	0.119	0.136	0.283	0.091	0.226	1.000	0.999	0.138	0.155
SpecialServiceType	0.200	0.144	0.242	0.143	0.101	0.158	0.124	0.111	0.108	0.078	0.000	0.124	0.167	0.169	0.329	0.110	0.206	0.999	1.000	0.137	0.160
BoroughCode	0.021	0.045	0.013	0.037	0.608	0.925	0.727	0.630	0.733	0.638	0.020	0.727	0.016	0.044	0.156	0.059	0.081	0.138	0.137	1.000	0.998
Borough	0.314	0.049	0.423	0.041	0.618	0.923	0.725	0.628	0.731	0.638	0.000	0.725	0.259	0.057	0.161	0.144	0.091	0.155	0.160	0.998	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	IncidentNumber	DateTimeOfCall	CalYear	FinYear	TypeOfIncident	PumpCount	PumpHoursTotal	HourlyNotionalCost(£)	IncidentNotionalCost(£)	FinalDescription	AnimalGroupParent	OriginofCall	PropertyType	PropertyCategory	SpecialServiceTypeCategory	SpecialServiceType	WardCode	Ward	BoroughCode	Borough	StnGroundName	UPRN	Street	USRN	PostcodeDistrict	Easting_m	Northing_m	Easting_rounded	Northing_rounded	Latitude	Longitude
0	139091	2009-01-01 03:01:00	2009	2008/09	Special Service	1.0	2.0	255	510.0	Redacted	Dog	Person (land line)	House - single occupancy	Dwelling	Other animal assistance	Animal assistance involving livestock - Other action	E05011467	Crystal Palace & Upper Norwood	E09000008	Croydon	Norbury	NaN	Waddington Way	20500146.0	SE19	NaN	NaN	532350	170050	NaN	NaN
1	275091	2009-01-01 08:51:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Fox	Person (land line)	Railings	Outdoor Structure	Other animal assistance	Animal assistance involving livestock - Other action	E05000169	Woodside	E09000008	Croydon	Woodside	NaN	Grasmere Road	NaN	SE25	534785.0	167546.0	534750	167550	51.390954	-0.064167
2	2075091	2009-01-04 10:07:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Dog	Person (mobile)	Pipe or drain	Outdoor Structure	Animal rescue from below ground	Animal rescue from below ground - Domestic pet	E05013756	Carshalton Central	E09000029	Sutton	Wallington	NaN	Mill Lane	NaN	SM5	528041.0	164923.0	528050	164950	51.368941	-0.161985
3	2872091	2009-01-05 12:27:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Horse	Person (mobile)	Intensive Farming Sheds (chickens, pigs etc)	Non Residential	Animal rescue from water	Animal rescue from water - Farm animal	E05013568	Harefield Village	E09000017	Hillingdon	Ruislip	1.000215e+11	Park Lane	21401484.0	UB9	504689.0	190685.0	504650	190650	51.605283	-0.489684
4	3553091	2009-01-06 15:23:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Rabbit	Person (mobile)	House - single occupancy	Dwelling	Other animal assistance	Animal assistance involving livestock - Other action	E05013971	Gooshays	E09000016	Havering	Harold Hill	NaN	Swindon Lane	21300122.0	RM3	NaN	NaN	554650	192350	NaN	NaN
5	3742091	2009-01-06 19:30:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Unknown - Heavy Livestock Animal	Person (land line)	House - single occupancy	Dwelling	Other animal assistance	Animal assistance involving livestock - Other action	E05014054	Alibon	E09000002	Barking and Dagenham	Dagenham	NaN	Rogers Road	19900321.0	RM10	NaN	NaN	549350	184950	NaN	NaN
6	4011091	2009-01-07 06:29:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Dog	Person (land line)	Park	Outdoor	Other animal assistance	Animal assistance involving livestock - Other action	E05013883	Cathall	E09000031	Waltham Forest	Leytonstone	NaN	Holloway Road	NaN	E11	539013.0	186162.0	539050	186150	51.557221	0.003880
7	4211091	2009-01-07 11:55:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Dog	Person (mobile)	Lake/pond/reservoir	Outdoor	Animal rescue from water	Animal rescue from water - Domestic pet	E05000515	Wanstead	E09000026	Redbridge	Leytonstone	NaN	Aldersbrook Road	NaN	E12	541327.0	186654.0	541350	186650	51.561067	0.037434
8	4306091	2009-01-07 13:48:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Squirrel	Person (land line)	House - single occupancy	Dwelling	Animal rescue from height	Wild animal rescue from height	E05011470	New Addington North	E09000008	Croydon	Addington	NaN	Brockham Crescent	20501673.0	CR0	NaN	NaN	538750	163350	NaN	NaN
9	4715091	2009-01-07 21:24:00	2009	2008/09	Special Service	1.0	1.0	255	255.0	Redacted	Dog	Person (mobile)	River/canal	Outdoor	Animal rescue from water	Animal rescue from water - Domestic pet	E05009380	Lea Bridge	E09000012	Hackney	Stoke Newington	NaN	Southwold Road	NaN	E5	535425.0	186743.0	535450	186750	51.563314	-0.047621

	IncidentNumber	DateTimeOfCall	CalYear	FinYear	TypeOfIncident	PumpCount	PumpHoursTotal	HourlyNotionalCost(£)	IncidentNotionalCost(£)	FinalDescription	AnimalGroupParent	OriginofCall	PropertyType	PropertyCategory	SpecialServiceTypeCategory	SpecialServiceType	WardCode	Ward	BoroughCode	Borough	StnGroundName	UPRN	Street	USRN	PostcodeDistrict	Easting_m	Northing_m	Easting_rounded	Northing_rounded	Latitude	Longitude
9246	027463-24022023	2023-02-24 10:57:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	CAT STUCK IN TREE - BEEN A FEW DAYS RSPCA NOT ATTENDING CALLER IS NOT ON SCENE	Cat	Person (mobile)	Domestic garden (vegetation not equipment)	Outdoor	Animal rescue from height	Animal rescue from height - Domestic pet	E05014066	NORTHBURY	E09000002	BARKING AND DAGENHAM	Barking	1.000625e+08	WHITING AVENUE	19900757.0	IG11	543939.0	184264.0	543950	184250	51.538933	0.074120
9247	027587-24022023	2023-02-24 15:00:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	CAT STUCK IN TREE- ANIMAL WELFARE ON SCENE	Cat	Person (mobile)	Tree scrub	Outdoor	Animal rescue from height	Animal rescue from height - Domestic pet	E05014066	NORTHBURY	E09000002	BARKING AND DAGENHAM	Barking	1.000624e+08	WHITING AVENUE	19900757.0	IG11	543894.0	184282.0	543850	184250	51.539113	0.073479
9248	027655-24022023	2023-02-24 17:34:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	KITTEN ON THE ROOF	Cat	Person (mobile)	House - single occupancy	Dwelling	Animal rescue from height	Animal rescue from height - Domestic pet	E05013569	HAYES TOWN	E09000017	HILLINGDON	Hayes	NaN	COLDHARBOUR LANE	21400437.0	UB3	NaN	NaN	510150	180350	NaN	NaN
9249	027745-24022023	2023-02-24 20:25:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	INJURED CAT STUCK IN CRAWL SPACE IN BASEMENT	Cat	Person (mobile)	House - single occupancy	Dwelling	Other animal assistance	Animal harm involving domestic animal	E05014100	CLAPHAM EAST	E09000022	LAMBETH	Clapham	NaN	KENWYN ROAD	21900794.0	SW4	NaN	NaN	529850	175350	NaN	NaN
9250	028192-25022023	2023-02-25 18:26:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	CAT STUCK IN CAR ENGINE	Cat	Person (mobile)	Car	Road Vehicle	Other animal assistance	Animal assistance involving domestic animal - Other action	E05013762	ST. HELIER WEST	E09000029	SUTTON	Mitcham	5.870055e+09	KELSO ROAD	22600673.0	SM5	526425.0	166689.0	526450	166650	51.385180	-0.184559
9251	028245-25022023	2023-02-25 20:04:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	CAT STUCK IN TREE - BEEN STUCK FOR A FEW DAYS	Cat	Person (mobile)	Tree scrub	Outdoor	Animal rescue from height	Animal rescue from height - Domestic pet	E05013561	WEALDSTONE NORTH	E09000015	HARROW	Stanmore	1.000213e+11	THE MEADOW WAY	21202458.0	HA3	515393.0	190658.0	515350	190650	51.602959	-0.335183
9252	028537-26022023	2023-02-26 11:44:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	FOX TRAPPED IN FOLIAGE - BEHIND PROPERTY ON PATIO AREA	Fox	Person (mobile)	Domestic garden (vegetation not equipment)	Outdoor	Other animal assistance	Assist trapped wild animal	E05009400	PEMBRIDGE	E09000020	KENSINGTON AND CHELSEA	North Kensington	2.170913e+08	WESTBOURNE GROVE	21701056.0	W11	525094.0	181044.0	525050	181050	51.514489	-0.198595
9253	028818-26022023	2023-02-26 23:00:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	INDOOR CAT ESCAPED STUCK ON ROOF - THREE FLOOR BUILDING	Cat	Person (mobile)	Purpose Built Flats/Maisonettes - Up to 3 storeys	Dwelling	Animal rescue from height	Animal rescue from height - Domestic pet	E05013602	TOTTENHAM HALE	E09000014	HARINGEY	Tottenham	NaN	PARK VIEW ROAD	21104904.0	N17	NaN	NaN	534650	190250	NaN	NaN
9254	029192-27022023	2023-02-27 17:38:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	Redacted	Bird	Person (land line)	Fire station	Non Residential	Other animal assistance	Animal assistance involving wild animal - Other action	E05014117	VAUXHALL	E09000022	LAMBETH	Lambeth	1.000232e+11	ALBERT EMBANKMENT	21900079.0	SE1	530523.0	178782.0	530550	178750	51.492927	-0.121245
9255	029604-28022023	2023-02-28 15:19:00	2023	2022/23	Special Service	1.0	1.0	364	364.0	Redacted	Cat	Person (mobile)	Tree scrub	Outdoor	Animal rescue from height	Animal rescue from height - Domestic pet	E05013738	FULHAM REACH	E09000013	HAMMERSMITH AND FULHAM	Fulham	3.402301e+07	EVERINGTON STREET	21000323.0	W6	523883.0	177751.0	523850	177750	51.485158	-0.217199

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